Discussion forH-Matrices and It’s Application | Zendy

Guichun Han | Zendy; Huishuang Gao | Zendy; Haitao Yang | Zendy

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Discussion forH-Matrices and It’s Application

Author(s) -

Guichun Han,

Huishuang Gao,

Haitao Yang

Publication year - 2014

Publication title -

journal of applied mathematics

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.307

H-Index - 43

eISSN - 1687-0042

pISSN - 1110-757X

DOI - 10.1155/2014/870592

Subject(s) - invertible matrix , algorithm , artificial intelligence , stability (learning theory) , artificial neural network , computer science , machine learning , mathematics , pure mathematics

Nonsingular H-matrices and positive stable matrices play an important role in the stability of neural network system. In this paper, some criteria for nonsingular H-matrices are obtained by the theory of diagonally dominant matrices and the obtained result is introduced into identifying the stability of neural networks. So the criteria for nonsingular H-matrices are expanded and their application on neural network system is given. Finally, the effectiveness of the results is illustrated by numerical examples

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